Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a strong Windows bias. All command-line examples use PowerShell, a Windows-centric tool, with no mention of Linux equivalents (such as Azure CLI or SSH). The workflow assumes use of RDP, which is primarily a Windows protocol, and does not provide guidance for connecting from Linux or macOS systems. The order of presentation and tooling is Windows-first, with no parity for Linux users.
Recommendations
  • Add Azure CLI examples for enabling, updating, and connecting to Remote Desktop extensions, as Azure CLI is cross-platform.
  • Include instructions for connecting to RDP from Linux and macOS clients, such as using 'xfreerdp', 'remmina', or 'rdesktop'.
  • Mention SSH as an alternative for Linux-based role instances, if supported.
  • Balance the documentation by presenting Linux/macOS methods alongside Windows/PowerShell methods, rather than exclusively or primarily focusing on Windows.
  • Clarify any platform limitations (e.g., if RDP extension is only for Windows roles) and provide guidance for Linux roles if applicable.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets